{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "horizontal-median",
   "metadata": {},
   "source": [
    "# week2. 基本语法与数学运算\n",
    "## 学习目标\n",
    "- 使用 Python 进行数学计算\n",
    "- 认识数字类型、运算符、表达式\n",
    "- 了解数学计算的 math 库\n",
    "- 熟悉键盘, 掌握不同运算符的输入\n",
    "- 初识 import\n",
    "- 认识注释\n",
    "- 掌握 JupyterLab 的常用功能"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "answering-norman",
   "metadata": {},
   "source": [
    "## 编程准备\n",
    "\n",
    "#### 编程相关单词\n",
    "- print：[prɪnt]，打印、印刷\n",
    "- import：[ˈɪmpɔːrt]，导入、进口\n",
    "- integer：[ˈɪntɪdʒər]，整数\n",
    "- float：[floʊt]，浮点数、漂浮\n",
    "- math：[mæθ]，数学\n",
    "- length: [leŋθ], 长度\n",
    "- width: [wɪtθ], 宽度\n",
    "- perimeter: [pə'rɪmɪtər], 周长；边缘\n",
    "- area: ['eriə], 面积, 区域"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0209b494-729b-4320-a261-1e27cd120e7f",
   "metadata": {},
   "source": [
    "## 上节回顾\n",
    "### hello world"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "38d71283-2815-414c-83c4-559eaf5d86a4",
   "metadata": {},
   "outputs": [],
   "source": [
    "print(\"hello world\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ab5f6b04-898f-4967-8b58-df7225caf538",
   "metadata": {},
   "source": [
    "### 作业回顾\n",
    "1. 在自己的电脑上安装 Adapter，启动JupyterLab。 探索 JupyterLab 的菜单栏，尝试单元格快捷键，并试试修改 JupyterLab 的主题。\n",
    "2. 让 Python 打印出你喜欢的事物，如食物、电影、动画。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "1060ba6d-93aa-4b28-9cac-3e1228d8ed2c",
   "metadata": {},
   "outputs": [],
   "source": [
    "print"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a69f9071-878a-4a46-a3c0-b04d67946db0",
   "metadata": {},
   "source": [
    "## 数学计算"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "34784c2a-ad22-4e0c-8d9a-42f865b25f2d",
   "metadata": {},
   "source": [
    "### 加减乘除如何输入？\n",
    "```\n",
    "30 + 6\n",
    "30 - 6\n",
    "30 * 6\n",
    "30 / 6\n",
    "```"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2a0f56f9-2b8d-4dcc-b8c0-e180f74d0c79",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6c63809d-518f-42a9-a2b2-66b437503eac",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2afc9f08-b19e-48ab-949e-42c535512739",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "03498a18-de06-4607-9ff9-def49298fad3",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "5b2cc53b-69fd-409b-8fc3-113610b5504c",
   "metadata": {},
   "source": [
    "### 简单计算\n",
    "计算以下算式的结果\n",
    "\n",
    "```\n",
    "24 + 83\n",
    "966 / 3\n",
    "36 * 402\n",
    "2820 + 633 - 622\n",
    "```"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "901dd693-fb9a-4603-8ab0-6168eaea992e",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "43f9019f-14c6-4ff4-b278-7846e92a2806",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "55820c56-94c7-4884-a1c9-80ff80d338c8",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "8e637391-d151-4608-9e77-a9cff1713e4d",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "29e94dd8-5d6f-4978-aa8b-dd890690e7ac",
   "metadata": {},
   "source": [
    "### 计算顺序\n",
    "`2 + 3 * 4`\n",
    "\n",
    "先做加法？还是先做乘法？\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "609551c8-f900-446d-a485-dd7cc764c474",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "3e8db7b4-4e93-41c2-823d-239b73a1a968",
   "metadata": {},
   "source": [
    "### 数学运算和赋值"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b2cea556-a637-4f4a-b6e7-c405b764eb11",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "4f543487-61bf-4d8e-a111-d2b1c7bf3e95",
   "metadata": {},
   "source": [
    "### 综合应用\n",
    "计算以下长方形的周长和面积:  \n",
    "长: 25  \n",
    "宽: 16\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7e6da2e3-fb6c-4e3e-b36d-077ae689657f",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "attachments": {
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"
    }
   },
   "cell_type": "markdown",
   "id": "25efa17c-844c-45a0-8576-c6afc9d333e3",
   "metadata": {},
   "source": [
    "### 编程百科: 数学运算符\n",
    "![image.png](attachment:d95c3e59-76b5-4917-b9e7-a55b8088b679.png)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "056b89fb-dd61-4dd7-a130-bfb9127dfd7e",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "b7c1da47-e2af-4145-8389-230254e91479",
   "metadata": {},
   "source": [
    "### 数字类型"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f11651cc-9c84-4ee2-af93-42e8cec1f365",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "consecutive-gabriel",
   "metadata": {},
   "source": [
    "## 进阶-math 库\n",
    "如果要进行更加复杂的数学计算，那么可以使用 Python 内置的 math 库，这里给出一些常见的函数。如果想了解更多 math 库的知识，可以查看[官方文档](https://docs.python.org/zh-cn/3/library/math.html)。\n",
    "\n",
    "| 函数 | 描述 |\n",
    "|-----|-----|\n",
    "|  math.ceil(x)  | 返回 x 的上限，即大于或者等于 x 的最小整数。 |\n",
    "|  math.floor(x)  | 返回 x 的向下取整，即小于或等于 x 的最大整数。 |\n",
    "|  math.pow(x, y)  | 返回 x 的 y 次幂。 |\n",
    "|  math.sqrt(x)  | 返回 x 的平方根。 |\n",
    "|  math.sin(x) | 返回 x 弧度的正弦值。 |\n",
    "|  math.cos(x) | 返回 x 弧度的余弦值。 |\n",
    "|  math.tan(x) | 返回 x 弧度的正切值。 |"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "typical-hazard",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "928cc1ee-76ff-4ef6-b310-5a1ca0b5d7b6",
   "metadata": {
    "tags": []
   },
   "source": [
    "## 撤回练习 (ctrl + z)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "581c6014-20ab-4cd2-841e-dd7d904109da",
   "metadata": {},
   "outputs": [],
   "source": [
    "a = 5 * 6 - 2\n",
    "print(a)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "confidential-hampton",
   "metadata": {},
   "source": [
    "## 课后作业\n",
    "1. 计算 243 * 32 + 97 -  (345 + 15) / 225 的值。\n",
    "2. 计算半径为6的圆形的周长和面积, 圆周率取 3.14。\n",
    "2. 计算 math.sin(5) ** 2 + math.cos(5) ** 2 的结果。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "633a7197-e6b4-4b18-ac54-3054f7a9bb59",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c92b27b9-f36a-49f6-9b28-e7d3c2f8f741",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "cfa6ba88-69d8-415d-a76a-ab640337ffe6",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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